/** * Copyright 2019-2021 Huawei Technologies Co., Ltd * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include #include #include "runtime/rt.h" #define protected public #define private public #include "hybrid/model/hybrid_model_builder.h" #include "hybrid/model/hybrid_model.h" #include "model/ge_model.h" #include "model/ge_root_model.h" #include "hybrid/node_executor/aicore/aicore_op_task.h" #include "framework/common/taskdown_common.h" #include "framework/common/debug/log.h" #include "graph/ge_context.h" #include "hybrid/executor/hybrid_execution_context.h" #include "hybrid/node_executor/aicore/aicore_task_builder.h" #include "graph/load/model_manager/tbe_handle_store.h" #include "graph/types.h" #undef private #undef protected using namespace std; using namespace testing; using namespace ge; using namespace hybrid; class UtestGeHybrid : public testing::Test { protected: void SetUp() {} void TearDown() {} }; static ge::OpDescPtr CreateOpDesc(string name = "", string type = "") { auto op_desc = std::make_shared(name, type); op_desc->SetStreamId(0); op_desc->SetId(0); op_desc->SetWorkspace({}); ; op_desc->SetWorkspaceBytes({}); op_desc->SetInputOffset({}); op_desc->SetOutputOffset({}); ge::AttrUtils::SetStr(op_desc, ge::TVM_ATTR_NAME_MAGIC, "RT_DEV_BINARY_MAGIC_ELF_AIVEC"); bool support_dynamic = true; ge::AttrUtils::GetBool(op_desc, "support_dynamicshape", support_dynamic); return op_desc; } TEST_F(UtestGeHybrid, aicore_op_task_init_success) { // build aicore task auto aicore_task = std::unique_ptr(new(std::nothrow)hybrid::AiCoreOpTask()); domi::TaskDef task_def; task_def.set_type(RT_MODEL_TASK_ALL_KERNEL); domi::KernelDefWithHandle *kernel_with_handle = task_def.mutable_kernel_with_handle(); kernel_with_handle->set_original_kernel_key(""); kernel_with_handle->set_node_info(""); kernel_with_handle->set_block_dim(32); kernel_with_handle->set_args_size(64); string args(64, '1'); kernel_with_handle->set_args(args.data(), 64); domi::KernelContext *context = kernel_with_handle->mutable_context(); context->set_op_index(1); context->set_kernel_type(2); // ccKernelType::TE uint16_t args_offset[9] = {0}; context->set_args_offset(args_offset, 9 * sizeof(uint16_t)); OpDescPtr op_desc = CreateOpDesc("Add", "Add"); std::vector kernelBin; TBEKernelPtr tbe_kernel = std::make_shared("name/Add", std::move(kernelBin)); op_desc->SetExtAttr(ge::OP_EXTATTR_NAME_TBE_KERNEL, tbe_kernel); std::string kernel_name("kernel/Add"); AttrUtils::SetStr(op_desc, op_desc->GetName() + "_kernelname", kernel_name); ASSERT_EQ(aicore_task->InitWithTaskDef(*op_desc.get(), task_def), SUCCESS); rtStream_t stream = nullptr; rtStreamCreate(&stream, 0); ASSERT_EQ(aicore_task->LaunchKernel(stream), SUCCESS); char *handle = ""; aicore_task->handle_ = handle; aicore_task->tiling_key_ = 1; ASSERT_EQ(aicore_task->LaunchKernel(stream), SUCCESS); } TEST_F(UtestGeHybrid, task_update_tiling_info) { auto aicore_task = std::unique_ptr(new(std::nothrow)hybrid::AiCoreOpTask()); aicore_task->is_single_op_ = true; auto graph = make_shared("graph"); OpDescPtr op_desc = CreateOpDesc("Add", "Add"); ge::AttrUtils::SetStr(op_desc, "compile_info_key", "key"); ge::AttrUtils::SetStr(op_desc, "compile_info_json", "json"); auto node = graph->AddNode(op_desc); optiling::OpRunInfo tiling_info; ASSERT_EQ(aicore_task->CalcTilingInfo(node, tiling_info), SUCCESS); } TEST_F(UtestGeHybrid, index_taskdefs_failed) { // build aicore task domi::ModelTaskDef model_task_def; std::shared_ptr model_task_def_ptr = make_shared(model_task_def); domi::TaskDef *task_def = model_task_def_ptr->add_task(); GeModelPtr ge_model = make_shared(); ge_model->SetModelTaskDef(model_task_def_ptr); auto aicore_task = std::unique_ptr(new(std::nothrow)hybrid::AiCoreOpTask()); task_def->set_type(RT_MODEL_TASK_ALL_KERNEL); domi::KernelDefWithHandle *kernel_with_handle = task_def->mutable_kernel_with_handle(); kernel_with_handle->set_original_kernel_key(""); kernel_with_handle->set_node_info(""); kernel_with_handle->set_block_dim(32); kernel_with_handle->set_args_size(64); string args(64, '1'); kernel_with_handle->set_args(args.data(), 64); domi::KernelContext *context = kernel_with_handle->mutable_context(); context->set_op_index(1); context->set_kernel_type(2); // ccKernelType::TE uint16_t args_offset[9] = {0}; context->set_args_offset(args_offset, 9 * sizeof(uint16_t)); OpDescPtr op_desc = CreateOpDesc("Add", "Add"); std::vector kernelBin; TBEKernelPtr tbe_kernel = std::make_shared("name/Add", std::move(kernelBin)); op_desc->SetExtAttr(ge::OP_EXTATTR_NAME_TBE_KERNEL, tbe_kernel); std::string kernel_name("kernel/Add"); AttrUtils::SetStr(op_desc, op_desc->GetName() + "_kernelname", kernel_name); ComputeGraphPtr graph = std::make_shared("test"); GeRootModelPtr ge_root_model = make_shared(graph); HybridModel hybrid_model(ge_root_model); HybridModelBuilder hybrid_model_builder(hybrid_model); ASSERT_EQ(hybrid_model_builder.IndexTaskDefs(graph, ge_model), INTERNAL_ERROR); } TEST_F(UtestGeHybrid, parse_force_infershape_nodes) { const char *const kForceInfershape = "_force_infershape_when_running"; auto graph = make_shared("graph"); OpDescPtr op_desc = CreateOpDesc("Conv2D", "Conv2D"); ge::AttrUtils::SetBool(op_desc, kForceInfershape, true); auto node = graph->AddNode(op_desc); std::unique_ptr new_node; NodeItem::Create(node, new_node); GeRootModelPtr ge_root_model = make_shared(graph); HybridModel hybrid_model(ge_root_model); HybridModelBuilder hybrid_model_builder(hybrid_model); ASSERT_EQ(hybrid_model_builder.ParseForceInfershapeNodes(node, *new_node), SUCCESS); } TEST_F(UtestGeHybrid, index_taskdefs_success) { // build aicore task domi::ModelTaskDef model_task_def; std::shared_ptr model_task_def_ptr = make_shared(model_task_def); domi::TaskDef *task_def = model_task_def_ptr->add_task(); GeModelPtr ge_model = make_shared(); ge_model->SetModelTaskDef(model_task_def_ptr); auto aicore_task = std::unique_ptr(new(std::nothrow)hybrid::AiCoreOpTask()); task_def->set_type(RT_MODEL_TASK_ALL_KERNEL); domi::KernelDefWithHandle *kernel_with_handle = task_def->mutable_kernel_with_handle(); kernel_with_handle->set_original_kernel_key(""); kernel_with_handle->set_node_info(""); kernel_with_handle->set_block_dim(32); kernel_with_handle->set_args_size(64); string args(64, '1'); kernel_with_handle->set_args(args.data(), 64); domi::KernelContext *context = kernel_with_handle->mutable_context(); context->set_op_index(0); context->set_kernel_type(2); // ccKernelType::TE uint16_t args_offset[9] = {0}; context->set_args_offset(args_offset, 9 * sizeof(uint16_t)); OpDescPtr op_desc = CreateOpDesc("Add", "Add"); std::vector kernelBin; TBEKernelPtr tbe_kernel = std::make_shared("name/Add", std::move(kernelBin)); op_desc->SetExtAttr(ge::OP_EXTATTR_NAME_TBE_KERNEL, tbe_kernel); std::string kernel_name("kernel/Add"); AttrUtils::SetStr(op_desc, op_desc->GetName() + "_kernelname", kernel_name); ComputeGraphPtr graph = std::make_shared("test"); NodePtr node = graph->AddNode(op_desc); GeRootModelPtr ge_root_model = make_shared(graph); HybridModel hybrid_model(ge_root_model); HybridModelBuilder hybrid_model_builder(hybrid_model); ASSERT_EQ(hybrid_model_builder.IndexTaskDefs(graph, ge_model), SUCCESS); }